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| FileGPT 🤖 | |
| </h1> | |
| Read the article to know how it works: <a href="">Medium Article</a> | |
| With File GPT you will be able to extract all the information from a file. | |
| You will obtain the transcription, the embedding of each segment and also ask questions to the file through a chat. | |
| All code was written with the help of <a href="https://codegpt.co">Code GPT</a> | |
| <a href="https://codegpt.co" target="_blank"><img width="753" alt="Captura de Pantalla 2023-02-08 a la(s) 9 16 43 p m" src="https://user-images.githubusercontent.com/6216945/217699939-eca3ae47-c488-44da-9cf6-c7caef69e1a7.png"></a> | |
| <hr> | |
| <br> | |
| # Features | |
| - Read any pdf, docx, txt or csv file | |
| - Embedding texts segments with Langchain and OpenAI (**text-embedding-ada-002**) | |
| - Chat with the file using **streamlit-chat** and LangChain QA with source and (**text-davinci-003**) | |
| # Running Locally | |
| 1. Clone the repository | |
| ```bash | |
| git clone https://github.com/davila7/file-gpt | |
| cd file-gpt | |
| ``` | |
| 2. Install dependencies | |
| These dependencies are required to install with the requirements.txt file: | |
| * openai | |
| * pypdf | |
| * scikit-learn | |
| * numpy | |
| * tiktoken | |
| * docx2txt | |
| * langchain | |
| * pydantic | |
| * typing | |
| * faiss-cpu | |
| * streamlit_chat | |
| ```bash | |
| pip install -r requirements.txt | |
| ``` | |
| 3. Run the Streamlit server | |
| ```bash | |
| streamlit run app.py | |
| ``` | |